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Kumbukum is an open-source, team-shared memory layer that connects your notes, decisions, emails, links, and Git context to Claude, Cursor, ChatGPT, and any MCP-compatible tool. Instead of re-explaining your project background at the start of every AI session, your team's full knowledge library is already there. It includes an Email Command Center that reads incoming email against your shared library and drafts context-grounded replies automatically.
A STOA consultant can help you evaluate these tools based on your specific business needs and walk you through implementation.
Talk to STOAKumbukum fills a real gap: AI tools forget everything between sessions, and teams waste time re-explaining context. If your team uses Claude, Cursor, or ChatGPT heavily, a shared memory layer that works across all of them is genuinely useful. Self-hosting is free; what you pay for cloud access is unclear until you sign up.
